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Транскрипция и суммаризация митингов, созвонов, встреч по аудио/видео файлу. Используй когда: summarize meeting, транскрибировать созвон, обработать аудио митинга, summary встречи, суммаризация записи, meeting summary, транскрипция.

PR レビューコメント・ローカルファイル・会話内のレビュー結果からフィードバックを読み取り、コードに反映する。ユーザーが「レビュー反映して」「フィードバック適用」「/smart-review-apply」と言ったら起動する。

Comprehensive social media strategy including platform selection matrix, platform-specific content strategies, content pillars, 90-day content calendar, engagement tactics, influencer partnerships, and metrics dashboard using Platform Selection Matrix, Content Pillars, and Engagement Ladder frameworks.

Reduce churn and improve retention through cohort analysis, at-risk user identification, win-back campaigns, and customer success strategies. Generate comprehensive HTML reports with retention curves, health scores, churn analysis, and 90-day implementation roadmaps.

Manage ML experiments, track results, and compare performance across different configurations. Use when setting up experiment tracking, creating experiment configs, comparing runs, or analyzing experiment results with W&B, TensorBoard, or MLflow.

Setup development environment with modern Python tooling (uv/pixi), install dependencies, and configure development tools (ruff, ty, pytest). Use when setting up new ML projects, configuring environments, or installing dependencies.

Comprehensive guide for building Python monorepos with uv workspaces - unified dependency resolution, shared lock files, editable installs, testing strategies, Docker optimization, and CI/CD patterns for managing multiple packages in a single repository

Use when fixing a bug, unexpected behavior, or test failure. Investigation-first TDD loop that traces root cause before touching code.

Помогает писать системные промпты для LLM. Используй когда нужно написать prompt, system prompt, системный промпт, инструкцию для модели.

Generate a polished, client-ready weekly status report for a marketing, content, or creator agency client. Use whenever the user asks to "build the weekly report", "write the Friday update", "summarize the week for [client name]", or pastes raw work logs / Linear / Notion exports and asks for a client-facing summary. Do NOT use this skill for internal team retros or for individual employee perform

Evaluate whether a product experiment hypothesis is specific, measurable, and suitable for testing. Use this skill when the user already has a draft hypothesis and wants to know if it is strong enough for an A/B test or other product experiment.

AI-Driven Development — методология и принципы написания документации для проектов с LLM-агентом. Используй когда: AIDD, AI-driven, планирование проекта, idea.md, vision.md, workflow.md, архитектура, документация, написание документации, обновление документации, doc, md-файл, Context First, итерация, tasklist, ADR.